{"id":"W1978573834","doi":"10.1097/icu.0b013e3283622a59","title":"Topography-guided laser refractive surgery","year":2013,"lang":"en","type":"review","venue":"Current Opinion in Ophthalmology","topic":"Corneal surgery and disorders","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; University of British Columbia","funders":"","keywords":"Keratoconus; Keratomileusis; Refractive surgery; Corneal topography; Medicine; Ablation; Astigmatism; Photorefractive keratectomy; Laser; Ectasia; Ophthalmology; Laser surgery; Optics; Cornea; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000490217,0.001018263,0.001683322,0.003596476,0.000259071,0.0009264629,0.0008764004,0.0007829242,0.005316032],"category_scores_gemma":[0.001168474,0.0002547272,0.0007302003,0.00269623,0.0005200789,0.001214381,0.000658564,0.000983896,0.003099187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004420553,"about_ca_system_score_gemma":0.001079997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009338177,"about_ca_topic_score_gemma":0.001229568,"domain_scores_codex":[0.9996526,0.0000379523,0.0000793447,0.00005320609,0.0001535265,0.00002340301],"domain_scores_gemma":[0.999436,0.0002312712,0.000141761,0.00001646902,0.0001396492,0.00003489436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003664993,0.00003830768,0.0002981487,0.03287081,0.000130563,0.0005046587,0.000043863,0.0002049777,0.001168496,0.0007907971,0.02752315,0.9363896],"study_design_scores_gemma":[0.00002133798,0.0001010911,0.002617099,0.01269178,0.000348613,0.01282042,0.000112349,0.0001815337,0.001105798,0.001218333,0.9687434,0.00003824589],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001073943,0.9985614,0.0001307083,0.00009769042,0.0002137931,0.000005553727,0.00001226813,0.000009808142,0.0008613116],"genre_scores_gemma":[0.0007938152,0.9983346,0.0001628134,0.00009245102,0.0002363987,0.000005099501,0.00002540125,0.000002262193,0.0003471792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005316032,"threshold_uncertainty_score":0.01778388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2988156459935897,"score_gpt":0.4671365517125827,"score_spread":0.168320905718993,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}